{"id":"W1940752043","doi":"10.5489/cuaj.766","title":"Charting our course for a better CUA","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Urological Association","funders":"","keywords":"Course (navigation); Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01328036,0.0005404531,0.0005072452,0.003090703,0.01742012,0.009181509,0.002479442,0.004029045,0.09002879],"category_scores_gemma":[0.04538408,0.0005234607,0.0008459678,0.00172804,0.002728164,0.007917675,0.007332136,0.01409295,0.01996632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01289788,"about_ca_system_score_gemma":0.068853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02583339,"about_ca_topic_score_gemma":0.06827807,"domain_scores_codex":[0.9865318,0.004494712,0.0008218941,0.0009703883,0.003870667,0.003310504],"domain_scores_gemma":[0.9129415,0.003591618,0.002228129,0.00394785,0.03004894,0.0472421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008789394,0.001212155,0.006936666,0.0001459297,0.00001379165,0.0006682153,0.003373011,0.0005901781,0.002247707,0.02638841,0.7063649,0.251971],"study_design_scores_gemma":[0.00005410768,0.0002984088,0.01272693,0.0004873569,0.00001370553,0.000775259,0.01791404,0.002174171,0.001920747,0.01632307,0.9471288,0.0001834292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05430301,0.002042902,0.1179242,0.5202044,0.04369678,0.007341149,0.001083135,0.005586287,0.2478181],"genre_scores_gemma":[0.2104598,0.001631106,0.2763281,0.04173992,0.005027384,0.003850646,0.0009456267,0.00208763,0.4579298],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09002879,"threshold_uncertainty_score":0.3011763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07141755444830816,"score_gpt":0.3832623102333957,"score_spread":0.3118447557850876,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}